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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Jin-Chao Ge

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#computer vision Jun 2026

VTOS: Learning to Orchestrate Vision Tools by Co-Searching Solutions and Observers

This work introduces VTOS (Vision Tools Orchestration Search), a framework for adaptive visual tool orchestration through joint solution-observer search that outperforms static tool pipelines and agentic visual-programming baselines in complex settings such as dense, occluded scenes and out-of-distribution segmentation...

Jin-Chao Ge, Lingqiao Liu, Shu-Wen Zhao et al. · 0 citations

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